Triple
T13047213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Thailand |
E327355
|
entity |
| Predicate | containsProvince |
P11085
|
FINISHED |
| Object |
Bueng Kan province
Bueng Kan province is a relatively new and sparsely populated province in far northeastern Thailand, known for its Mekong River scenery and natural attractions near the Lao border.
|
E1101393
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bueng Kan province | Statement: [Northeastern Thailand, containsProvince, Bueng Kan province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bueng Kan province Context triple: [Northeastern Thailand, containsProvince, Bueng Kan province]
-
A.
Udon Thani province
Udon Thani province is a major administrative region in northeastern Thailand known as a commercial, transportation, and cultural hub of the Isan area.
-
B.
Khon Kaen province
Khon Kaen province is a major administrative and economic hub in northeastern Thailand, known for its universities, agriculture, and growing industrial development.
-
C.
Chachoengsao Province
Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
-
D.
Phatthalung province
Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
-
E.
Sa Kaeo Province
Sa Kaeo Province is an eastern Thai province bordering Cambodia, known as a key overland trade gateway and home to both agricultural plains and forested border landscapes.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bueng Kan province Triple: [Northeastern Thailand, containsProvince, Bueng Kan province]
Generated description
Bueng Kan province is a relatively new and sparsely populated province in far northeastern Thailand, known for its Mekong River scenery and natural attractions near the Lao border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bueng Kan province Target entity description: Bueng Kan province is a relatively new and sparsely populated province in far northeastern Thailand, known for its Mekong River scenery and natural attractions near the Lao border.
-
A.
Udon Thani province
Udon Thani province is a major administrative region in northeastern Thailand known as a commercial, transportation, and cultural hub of the Isan area.
-
B.
Khon Kaen province
Khon Kaen province is a major administrative and economic hub in northeastern Thailand, known for its universities, agriculture, and growing industrial development.
-
C.
Chachoengsao Province
Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
-
D.
Phatthalung province
Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
-
E.
Sa Kaeo Province
Sa Kaeo Province is an eastern Thai province bordering Cambodia, known as a key overland trade gateway and home to both agricultural plains and forested border landscapes.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8076e64308190904fb5c93517c901 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9805125e481908ed56f708de98a9e |
completed | April 10, 2026, 10:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6471ba348190a0cd1745daff6114 |
completed | May 8, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69fd68f6f94881908d878d042f425d2d |
completed | May 8, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd698aa8e48190b87a2758d7067b61 |
completed | May 8, 2026, 4:41 a.m. |
Created at: April 9, 2026, 8:57 p.m.